We help ambitious e-commerce brands remove storefront performance bottlenecks and build reliable, consent-aware server-side tracking—without rushing into an unnecessary platform migration.
Engineered Around Proven Modern Standards
A slow mobile experience makes paid acquisition less effective. Incomplete or duplicated tracking events make campaign ROI harder to measure. Compare the operational reality below:
Shopify themes weighed down with 15+ third-party plugins force mobile phones to parse megabytes of blocking JavaScript before products render, increasing mobile drop-off.
Average Page Payload
4.2 MB
Time to First Byte
1.2s
Origin database query queue delays
Signal Captured
~68%
Client pixel loss via ad-blockers & iOS ATT
We isolate dynamic components into Astro islands and route signals through first-party Cloud Run servers—retaining native Shopify checkout while eliminating script bloat.
Average Page Payload
320 KB
Time to First Byte
< 80ms
Global Edge CDN asset pre-rendering
Signal Captured
95%+
Server-to-server CAPI & BigQuery routing
SYS.01 // Diagnostic & Content Architecture
We identify what is slowing down your storefront and determine whether targeted theme optimization or a headless architecture is the better commercial fit—never pushing a rebuild where clean optimization suffices.
SYS.02 // Front-End Delivery
When decoupled architecture is justified, we engineer lightweight Astro frontends on edge networks. Fast mobile response, zero hydration bloat, while keeping your native Shopify checkout and backend intact.
SYS.03 // First-Party Telemetry Network
We engineer resilient server-to-server data pipelines using Google Cloud Run and Meta Conversions API (CAPI). Mitigate iOS privacy signal drops, normalize hashed customer data, and feed ad bidding algorithms with verified purchase events.
Every engagement starts with a documented baseline. We define what success looks like, implement agreed architectural changes, and report the results against that baseline.
A high-growth D2C activewear brand ($8M ARR) on a monolithic Shopify Liquid theme suffered 4.6s mobile load times and a 64% cart drop-off rate. We decoupled the presentation layer into an Astro edge storefront with sub-second page transitions, dynamic cart islands, and instant variant switching, preserving Shopify's native checkout and inventory backend.
Mobile LCP
4.6s
0.52s
Core Web Vitals
38 / 100
99 / 100
Checkout Rate
Baseline
+36%
Mobile Bounce
Legacy
-44%
A high-scale D2C footwear & apparel brand ($12M ARR) investing $75,000/month on Meta & Google Ads suffered 34% signal loss due to iOS ATT and ad-blockers. We engineered a first-party Cloud Run GTM container under data.brand.com with SHA-256 PII hashing and deduplication.
Stage 01
Browser Event
Client Deduplication
Stage 02
Cloud Run Proxy
SHA-256 Hash Normalization
Stage 03
Meta CAPI + GA4
Match Quality 9.4/10
Signal Loss
~34% Lost
< 2%
Meta Match Score
4.8 / 10
9.4 / 10
Event Recovery
Baseline
+28.4%
Blended CPA
Ad Spend
-18.2%
Need a custom technical evaluation of your storefront?
We run an automated telemetry and Core Web Vitals diagnostic before proposing any migration.
Adjust the baseline inputs and select a conservative or expected scenario to model potential gains from storefront acceleration and server-side tracking.
Interactive model combining speed lift & CAPI signal recovery.
Baseline Monthly Revenue
Calculated from traffic, baseline mobile speed, and current conversion rate.
Estimated Ad Efficiency Loss
-$6,300 / mo
Capital wasted bidding blindly due to browser pixel signal drops.
Modeled Gross Opportunity
MODELED MONTHLY IMPACTModeled Annual Opportunity: +$651,600 / Year
Deloitte Digital
Average conversion lift observed per 100ms mobile speed improvement.
Meta Engineering
Average CPA reduction via first-party CAPI server deduplication.
Vercel & Astro Edge
Global Edge cache hit ratio eliminating origin database wait times.
Important Disclosure: Illustrative model only. Projections are based on historical industry research (Deloitte Digital Mobile Latency Index & Meta Engineering benchmarks). Actual business impact varies depending on baseline storefront health, traffic quality, product economics, and campaign structure. We establish verified, client-specific baselines during our initial Technical Growth Audit.
Phase 01 // Baseline & Audit
Every engagement starts with documented telemetry. We audit your infrastructure to quantify Core Web Vitals bottlenecks, mobile render delays, and conversion signal loss.
Phase 02 // Storefront Architecture
Whether optimizing your existing Shopify theme or decoupling into a high-velocity Astro edge storefront, we engineer lightweight components preserving native checkout and inventory.
Phase 03 // Telemetry & Attribution
We deploy dedicated Google Cloud Run containers on your first-party domain, normalizing and deduplicating conversion signals directly to Meta CAPI v21 and GA4 BigQuery.
Phase 04 // Deployment & Handover
We execute zero-downtime DNS cutover with rollback safeguards, verify production telemetry, and deliver 100% documented code ownership with a 30-day senior warranty.
Direct architectural answers to critical performance, telemetry, and migration questions.
Have an architectural edge case not listed here? We review custom technical stacks daily.
Traditional agencies win your business with senior leadership, then quietly hand your mission-critical storefront and tracking over to junior developers learning on your dollar.
We operate as a boutique engineering squad. When you partner with Skadas, the senior specialists who architect your data pipeline and write your edge code are the exact engineers you speak with directly on Slack.
Defined milestones. Zero agency bloat. Documented, maintainable code you own completely.
We partner with ambitious e-commerce brands ready to diagnose performance bottlenecks and establish reliable measurement. Submit your storefront details below for a senior architect evaluation.
Performance audit across mobile collection pages, cart drawers, and edge response times.
Quantifying signal loss from browser restrictions and evaluating first-party CAPI setup.
Honest recommendation on theme optimization vs. headless decoupling with rollback safeguards.
Average response time: < 24 hours directly from a Senior Technical Architect.